Triple

T16122983
Position Surface form Disambiguated ID Type / Status
Subject Municipality of Mariveles E391191 entity
Predicate hasFormerName P65 FINISHED
Object Bataan Export Processing Zone
Bataan Export Processing Zone was one of the Philippines’ earliest and most prominent special economic zones, established in Bataan to attract export-oriented industries and foreign investment.
E1196864 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bataan Export Processing Zone | Statement: [Municipality of Mariveles, hasFormerName, Bataan Export Processing Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bataan Export Processing Zone
Context triple: [Municipality of Mariveles, hasFormerName, Bataan Export Processing Zone]
  • A. Cavite Export Processing Zone
    Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
  • B. Mactan Export Processing Zone
    Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
  • C. Biyagama Export Processing Zone
    Biyagama Export Processing Zone is a major industrial and export-oriented manufacturing hub in Sri Lanka, hosting numerous factories and foreign investment projects.
  • D. Calamba Industrial Estate
    Calamba Industrial Estate is a major industrial and economic zone in Calamba, Laguna, hosting numerous manufacturing and export-oriented companies.
  • E. Iloilo Business Park
    Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bataan Export Processing Zone
Triple: [Municipality of Mariveles, hasFormerName, Bataan Export Processing Zone]
Generated description
Bataan Export Processing Zone was one of the Philippines’ earliest and most prominent special economic zones, established in Bataan to attract export-oriented industries and foreign investment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bataan Export Processing Zone
Target entity description: Bataan Export Processing Zone was one of the Philippines’ earliest and most prominent special economic zones, established in Bataan to attract export-oriented industries and foreign investment.
  • A. Cavite Export Processing Zone
    Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
  • B. Mactan Export Processing Zone
    Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
  • C. Biyagama Export Processing Zone
    Biyagama Export Processing Zone is a major industrial and export-oriented manufacturing hub in Sri Lanka, hosting numerous factories and foreign investment projects.
  • D. Calamba Industrial Estate
    Calamba Industrial Estate is a major industrial and economic zone in Calamba, Laguna, hosting numerous manufacturing and export-oriented companies.
  • E. Iloilo Business Park
    Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e202027e78819091192aa62aedde13 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a7fe308190a9a2ef7815e788c6 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.